| Transformer-based Causal Language Models Perform Clustering | Feb 19, 2024 | ClusteringInstruction Following | —Unverified | 0 |
| DiLA: Enhancing LLM Tool Learning with Differential Logic Layer | Feb 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One | Feb 19, 2024 | FairnessLanguage Modeling | —Unverified | 0 |
| Ploutos: Towards interpretable stock movement prediction with financial large language model | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stealthy Attack on Large Language Model based Recommendation | Feb 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models | Feb 18, 2024 | ChunkingLanguage Modeling | —Unverified | 0 |
| Integrating Pre-Trained Language Model with Physical Layer Communications | Feb 18, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation | Feb 18, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| KMMLU: Measuring Massive Multitask Language Understanding in Korean | Feb 18, 2024 | kmmluLanguage Model Evaluation | —Unverified | 0 |
| Multi-dimensional Evaluation of Empathetic Dialog Responses | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network | Feb 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modelling Political Coalition Negotiations Using LLM-based Agents | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning | Feb 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Extensible Embedding: A Flexible Multipler For LLM's Context Length | Feb 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation | Feb 18, 2024 | Cross-Lingual TransferData Augmentation | CodeCode Available | 1 |
| PreAct: Prediction Enhances Agent's Planning Ability | Feb 18, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Offline Training of Language Model Agents with Functions as Learnable Weights | Feb 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs | Feb 17, 2024 | Graph LearningLanguage Modeling | CodeCode Available | 1 |
| LaCo: Large Language Model Pruning via Layer Collapse | Feb 17, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs | Feb 17, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses | Feb 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention | Feb 17, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| MMMModal -- Multi-Images Multi-Audio Multi-turn Multi-Modal | Feb 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Word Embeddings Revisited: Do LLMs Offer Something New? | Feb 16, 2024 | Document EmbeddingLanguage Modeling | —Unverified | 0 |
| Speculative Streaming: Fast LLM Inference without Auxiliary Models | Feb 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction | Feb 16, 2024 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement | Feb 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SPAR: Personalized Content-Based Recommendation via Long Engagement Attention | Feb 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference | Feb 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering | Feb 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Understanding In-Context Learning with a Pelican Soup Framework | Feb 16, 2024 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning | Feb 16, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Instruction Diversity Drives Generalization To Unseen Tasks | Feb 16, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model | Feb 16, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Towards Uncovering How Large Language Model Works: An Explainability Perspective | Feb 16, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter | Feb 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models | Feb 16, 2024 | DiversityInstruction Following | CodeCode Available | 1 |
| Linear Transformers with Learnable Kernel Functions are Better In-Context Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Language Models with Conformal Factuality Guarantees | Feb 15, 2024 | Conformal PredictionLanguage Modeling | —Unverified | 0 |
| Analyzing the Roles of Language and Vision in Learning from Limited Data | Feb 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data | Feb 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 |
| Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models | Feb 15, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Any-Shift Prompting for Generalization over Distributions | Feb 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence | Feb 15, 2024 | Emotional IntelligenceLanguage Modeling | CodeCode Available | 0 |